Paper Citation Record · LEDGER

Logic-in-Frames: Dynamic Keyframe Search via Visual Semantic-Logical Verification for Long Video Understanding

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2503.13139.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2503.13139 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:26:47.091033Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T17:29:59.581924Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 1e477a11-c3be-4f89-8374-03516e599b7e · inbound

CyberV: Cybernetics for Test-time Scaling in Video Understanding cites this paper.

CyberV: Cybernetics for Test-time Scaling in Video Understanding Logic-in-Frames: Dynamic Keyframe Search via Visual Semantic-Logical Verification for Long Video Understanding

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T05:26:47.091033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1683d4ed-0b0a-4f2f-b71b-667642cd62b5 · inbound

PRISM: Perceptual Recognition for Identifying Standout Moments in Human-Centric Keyframe Extraction cites this paper.

PRISM: Perceptual Recognition for Identifying Standout Moments in Human-Centric Keyframe Extraction Logic-in-Frames: Dynamic Keyframe Search via Visual Semantic-Logical Verification for Long Video Understanding

Reference 229

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:52.121137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 602d1c5c-9f17-48a2-b1d6-eafac7e9f9ec · inbound

Where to Focus: Query-Modulated Multimodal Keyframe Selection for Long Video Understanding cites this paper.

Where to Focus: Query-Modulated Multimodal Keyframe Selection for Long Video Understanding Logic-in-Frames: Dynamic Keyframe Search via Visual Semantic-Logical Verification for Long Video Understanding

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:06:18.466977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 34548af3-120e-483a-b2bf-081d1f8fef2b · inbound

Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond cites this paper.

Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond Logic-in-Frames: Dynamic Keyframe Search via Visual Semantic-Logical Verification for Long Video Understanding

Reference 120

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:26:08.036125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cb83637e-8408-4a28-b933-4849848d72e8 · inbound

Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond cites this paper.

Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond Logic-in-Frames: Dynamic Keyframe Search via Visual Semantic-Logical Verification for Long Video Understanding

Reference 120

Resolution: verified exact; arxiv_id, observed 2026-07-04T17:29:59.583550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d9e101f6-c72f-4ab3-af80-58000c461dc7 · inbound

GOPAgen: Motion-Aware and Efficient Agentic Long-Video Understanding with Structural Memory and Hierarchical Reasoning cites this paper.

GOPAgen: Motion-Aware and Efficient Agentic Long-Video Understanding with Structural Memory and Hierarchical Reasoning Logic-in-Frames: Dynamic Keyframe Search via Visual Semantic-Logical Verification for Long Video Understanding

Reference 80

Resolution: verified exact; arxiv_id, observed 2026-07-02T07:56:47.361728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c81b4eb8-7a2a-42dd-b95d-86c55c982172 · inbound

Watch, Remember, Reason: Human-View Video Understanding with MLLMs cites this paper.

Watch, Remember, Reason: Human-View Video Understanding with MLLMs Logic-in-Frames: Dynamic Keyframe Search via Visual Semantic-Logical Verification for Long Video Understanding

Reference 129

Resolution: verified exact; arxiv_id, observed 2026-07-02T17:27:15.665425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a796e40a-ee10-4eb1-af32-b4a4795cdba3 · inbound

Reasoning with Memory: A Temporal Granularity-Adaptive Framework for Training-Free Long Video Understanding cites this paper.

Reasoning with Memory: A Temporal Granularity-Adaptive Framework for Training-Free Long Video Understanding Logic-in-Frames: Dynamic Keyframe Search via Visual Semantic-Logical Verification for Long Video Understanding

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T09:17:00.559451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.